mwburke / population-stability-indexLinks
Python implementation of the population stability index (PSI)
☆143Updated 2 years ago
Alternatives and similar repositories for population-stability-index
Users that are interested in population-stability-index are comparing it to the libraries listed below
Sorting:
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117Updated 2 years ago
- ☆136Updated 7 years ago
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 3 years ago
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated 2 years ago
- ☆50Updated 7 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 3 years ago
- XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions☆332Updated last year
- Public solution for AutoSeries competition☆72Updated 5 years ago
- ☆49Updated 6 years ago
- A Python package for variable clustering☆51Updated 4 years ago
- ☆34Updated 7 years ago
- scikit-learn compatible tools for building credit risk acceptance models☆105Updated 10 months ago
- Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.☆326Updated 5 years ago
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆256Updated 6 years ago
- A fast xgboost feature selection algorithm☆228Updated 4 years ago
- A tour through recommendation algorithms in python [IN PROGRESS]☆177Updated 11 months ago
- ☆296Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆350Updated 2 years ago
- Benchmarking different approaches for categorical encoding for tabular data☆174Updated 3 years ago
- Personal data science and machine learning toolbox☆366Updated 5 years ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆504Updated last month
- Uplift modeling package.☆376Updated 3 years ago
- CostSensitiveClassification Library in Python☆205Updated 5 years ago
- A collection of demos showcasing automated feature engineering and machine learning in diverse use cases☆504Updated 2 years ago
- Example usage of scikit-hts☆57Updated 3 years ago
- ☆60Updated 6 years ago
- Hierarchical Time Series Forecasting with a familiar API☆225Updated 2 years ago
- Python package for stacking (machine learning technique)☆702Updated last month
- Uplift modeling and evaluation library. Actively maintained pypi version.☆78Updated last year
- This package gives you the opportunity to use a Target mean Encoding.☆15Updated 4 years ago